Predicting Radiation Pneumonitis with SVMs
Matlab
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Failed to load latest commit information.
pub
src
.gitignore
LICENSE.txt
README.md

README.md

Predicting Radiation Pneumonitis with SVMs

MATLAB code for predicting radiation-induced lung inflammation using an ensemble of support vector machines (SVMs).

NOTE: I haven't run this code since 2009 and no longer have access to MATLAB

References

Modeling Radiation-Induced Lung Injury Risk with an Ensemble of Support Vector Machines. Todd W. Schiller, Yixen Chen, Issam El Naqa, and Joseph O. Deasy. Neurocomputing. 2010.

Improving Clinical Relevance in Ensemble Support Vector Machine Models of Radiation Pneumonitis Risk. Todd W. Schiller, Yixen Chen, Issam El Naqa, and Joseph O. Deasy. In ICMLA'09: International Conference on Machine Learning and Applications. 2009.

Ensemble Support Vector Machine Models of Radiation-Induced Lung Injury Risk Todd Schiller. Master's Thesis. 2009.